Business Problem
Pricing decisions lacked scenario visibility, making it difficult forbusiness teams to understand the impact of different price levels on demand,revenue, and portfolio performance.

Actions Taken
· Modeled alternative pricing scenarios usingstatistically validated methods.
· Quantified demand response and substitutionimpacts under different pricing assumptions.
· Enabled business users to interact withscenario outputs through dashboards.
Outcomes Achieved
· Improved transparency into pricingtrade-offs.
· Enabled informed pricing decisions alignedwith margin and revenue objectives.
Reduced uncertaintyaround price change impacts before execution.
